{
  "_id": "6a181adbacfb0bcc41db0db8",
  "Package": "exploratory",
  "Title": "A Tool for Large-Scale Exploratory Analyses",
  "Version": "0.3.31",
  "Authors@R": "person(given = \"Jin\",\nfamily = \"Kim\",\nrole = c(\"aut\", \"cre\"),\nemail = \"jin.m.kim@yale.edu\",\ncomment = c(ORCID = \"https://orcid.org/0000-0002-5013-3958\"))",
  "Description": "Conduct numerous exploratory analyses in an instant with a\npoint-and-click interface. With one simple command, this tool\nlaunches a Shiny App on the local machine. Drag and drop\nvariables in a data set to categorize them as possible\nindependent, dependent, moderating, or mediating variables.\nThen run dozens (or hundreds) of analyses instantly to uncover\nany statistically significant relationships among variables.\nAny relationship thus uncovered should be tested in follow-up\nstudies. This tool is designed only to facilitate exploratory\nanalyses and should NEVER be used for p-hacking. Many of the\nfunctions used in this package are previous versions of\nfunctions in the R Packages 'kim' and 'ezr'. Selected\nReferences: Chang et al. (2021)\n<https://CRAN.R-project.org/package=shiny>. Dowle et al. (2021)\n<https://CRAN.R-project.org/package=data.table>. Kim (2023)\n<https://jinkim.science/docs/kim.pdf>. Kim (2021)\n<doi:10.5281/zenodo.4619237>. Kim (2020)\n<https://CRAN.R-project.org/package=ezr>. Simmons et al. (2011)\n<doi:10.1177/0956797611417632> Tingley et al. (2019)\n<https://CRAN.R-project.org/package=mediation>. Wickham et al.\n(2020) <https://CRAN.R-project.org/package=ggplot2>.",
  "License": "GPL-3",
  "URL": "https://exploratoryonly.com",
  "BugReports": "https://github.com/jinkim3/exploratory/issues",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.2.3",
  "Config/pak/sysreqs": "cmake git make libicu-dev libuv1-dev libx11-dev\nzlib1g-dev",
  "Repository": "https://jinkim3.r-universe.dev",
  "Date/Publication": "2023-10-10 09:58:37 UTC",
  "RemoteUrl": "https://github.com/jinkim3/exploratory",
  "RemoteRef": "HEAD",
  "RemoteSha": "bced3508dc610d741d7c667650c9ce4b2989d9e4",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-28 10:31:03 UTC",
    "User": "root"
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  "Author": "Jin Kim [aut, cre] (ORCID: <https://orcid.org/0000-0002-5013-3958>)",
  "Maintainer": "Jin Kim <jin.m.kim@yale.edu>",
  "MD5sum": "9173cbc2fb39d3181903b0ce43526273",
  "_user": "jinkim3",
  "_type": "src",
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  "_created": "2026-05-28T10:31:03.000Z",
  "_published": "2026-05-28T10:37:15.256Z",
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    "email": "jin.m.kim@yale.edu",
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      "role": "Suggests"
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  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 5,
  "_contributors": [
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      "count": 6,
      "uuid": 74407067
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    "name": "jinkim3"
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/exploratory"
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  "_devurl": "https://github.com/jinkim3/exploratory",
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  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/exploratory.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
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    "manual.pdf"
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  "_realowner": "jinkim3",
  "_cranurl": true,
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      "date": "2021-03-22"
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      "date": "2021-04-22"
    },
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      "date": "2023-10-10"
    }
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  "_exports": [
    "cohen_d_from_cohen_textbook",
    "compare_groups",
    "desc_stats",
    "desc_stats_by_group",
    "exploratory",
    "histogram",
    "histogram_by_group",
    "id_across_datasets",
    "kurtosis",
    "mann_whitney",
    "mediation_analysis",
    "merge_data_table_list",
    "merge_data_tables",
    "multiple_regression",
    "order_rows_specifically_in_dt",
    "prep",
    "pretty_round_p_value",
    "read_csv",
    "scatterplot",
    "se_of_mean",
    "skewness",
    "t_test_pairwise",
    "tabulate_vector",
    "theme_kim",
    "update_exploratory",
    "wilcoxon_rank_sum_test"
  ],
  "_help": [
    {
      "page": "cohen_d_from_cohen_textbook",
      "title": "Cohen's d from Jacob Cohen's textbook (1988)",
      "topics": [
        "cohen_d_from_cohen_textbook"
      ]
    },
    {
      "page": "compare_groups",
      "title": "Compare groups",
      "topics": [
        "compare_groups"
      ]
    },
    {
      "page": "desc_stats",
      "title": "Descriptive statistics",
      "topics": [
        "desc_stats"
      ]
    },
    {
      "page": "desc_stats_by_group",
      "title": "Descriptive statistics by group",
      "topics": [
        "desc_stats_by_group"
      ]
    },
    {
      "page": "exploratory",
      "title": "Launch the exploratory analysis tool",
      "topics": [
        "exploratory"
      ]
    },
    {
      "page": "histogram",
      "title": "Histogram",
      "topics": [
        "histogram"
      ]
    },
    {
      "page": "histogram_by_group",
      "title": "Histogram by group",
      "topics": [
        "histogram_by_group"
      ]
    },
    {
      "page": "id_across_datasets",
      "title": "ID across datasets",
      "topics": [
        "id_across_datasets"
      ]
    },
    {
      "page": "kurtosis",
      "title": "Kurtosis",
      "topics": [
        "kurtosis"
      ]
    },
    {
      "page": "mann_whitney",
      "title": "Mann-Whitney U Test (Also called Wilcoxon Rank-Sum Test)",
      "topics": [
        "mann_whitney"
      ]
    },
    {
      "page": "mediation_analysis",
      "title": "Mediation analysis",
      "topics": [
        "mediation_analysis"
      ]
    },
    {
      "page": "merge_data_table_list",
      "title": "Merge a list of data tables",
      "topics": [
        "merge_data_table_list"
      ]
    },
    {
      "page": "merge_data_tables",
      "title": "Merge data tables",
      "topics": [
        "merge_data_tables"
      ]
    },
    {
      "page": "multiple_regression",
      "title": "Summarize multiple regression results in a data.table",
      "topics": [
        "multiple_regression"
      ]
    },
    {
      "page": "order_rows_specifically_in_dt",
      "title": "Order rows specifically in a data table",
      "topics": [
        "order_rows_specifically_in_dt"
      ]
    },
    {
      "page": "prep",
      "title": "Prepare package(s) for use",
      "topics": [
        "prep"
      ]
    },
    {
      "page": "pretty_round_p_value",
      "title": "Pretty round p-value",
      "topics": [
        "pretty_round_p_value"
      ]
    },
    {
      "page": "read_csv",
      "title": "Read a csv file",
      "topics": [
        "read_csv"
      ]
    },
    {
      "page": "scatterplot",
      "title": "Scatterplot",
      "topics": [
        "scatterplot"
      ]
    },
    {
      "page": "se_of_mean",
      "title": "Standard error of the mean",
      "topics": [
        "se_of_mean"
      ]
    },
    {
      "page": "skewness",
      "title": "Skewness",
      "topics": [
        "skewness"
      ]
    },
    {
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      "title": "t test, pairwise",
      "topics": [
        "t_test_pairwise"
      ]
    },
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      "title": "Tabulate vector",
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        "tabulate_vector"
      ]
    },
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      "page": "theme_kim",
      "title": "Theme Kim",
      "topics": [
        "theme_kim"
      ]
    },
    {
      "page": "update_exploratory",
      "title": "Update the package 'exploratory'",
      "topics": [
        "update_exploratory"
      ]
    },
    {
      "page": "wilcoxon_rank_sum_test",
      "title": "Wilcoxon Rank-Sum Test (Also called the Mann-Whitney U Test)",
      "topics": [
        "wilcoxon_rank_sum_test"
      ]
    }
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